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                                <h1>experiment Command</h1>
                                <p>This overall purpose of this command and subcommands is to submit and manage experiments. Following are the subcommands for the <span style="font-family: 'Courier New';">nctl experiment</span> command.</p>
                                <ul>
                                    <li value="1"><a href="#submit">submit Subcommand</a>
                                    </li>
                                    <li value="2"><a href="#list">list Subcommand</a>
                                    </li>
                                    <li value="3"><a href="#cancel">cancel Subcommand</a>
                                    </li>
                                    <li value="4"><a href="#view">view Subcommand</a>
                                    </li>
                                    <li value="5"><a href="#logs">logs Subcommand</a>
                                    </li>
                                    <li value="6"><a href="#interact">interact Subcommand</a>
                                    </li>
                                    <li value="7"><a href="#template">template_list Subcommand</a>
                                    </li>
                                </ul>
                                <h2><a name="submit"></a>submit Subcommand</h2>
                                <h3>Synopsis</h3>
                                <p>Submits training jobs. Use this command to submit single and multi-node training jobs (by passing <span style="font-family: 'Courier New';">–t</span> parameter with a name of a multi-node pack), and many jobs at once (by passing <span style="font-family: 'Courier New';">–pr</span>/<span style="font-family: 'Courier New';">-ps</span> parameters).</p>
                                <h3>Syntax</h3>
                                <p><span style="font-family: 'Courier New';">nctl experiment submit [options] SCRIPT_LOCATION [--script_parameters]</span>
                                </p>
                                <h3>Arguments</h3>
                                <table style="width: 100%;mc-table-style: url('../Resources/TableStyles/TableStyle.css');" class="TableStyle-TableStyle" cellspacing="3">
                                    <col style="width: 210px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 152px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 654px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <tbody>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Name </th>
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Required</th>
                                            <th class="TableStyle-TableStyle-BodyD-Column1-Body1">Description</th>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1"><span style="font-family: 'Courier New';">SCRIPT_LOCATION</span>
                                            </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">Yes	</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Location and name of a python script with a description of training.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyB-Column1-Body1"><span style="font-family: 'Courier New';">script_parameters</span>
                                            </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyB-Column1-Body1">No	</td>
                                            <td class="TableStyle-TableStyle-BodyA-Column1-Body1">String with a list of parameters that are passed to a training script. All such parameters should be added at the end of command after "--" string</td>
                                        </tr>
                                    </tbody>
                                </table>
                                <p>&#160;</p>
                                <h3>Options</h3>
                                <table style="width: 100%;mc-table-style: url('../Resources/TableStyles/TableStyle.css');" class="TableStyle-TableStyle" cellspacing="3">
                                    <col style="width: 210px;" class="TableStyle-TableStyle-Column-Column1">
                                    </col>
                                    <col style="width: 152px;" class="TableStyle-TableStyle-Column-Column1">
                                    </col>
                                    <col style="width: 654px;" class="TableStyle-TableStyle-Column-Column1">
                                    </col>
                                    <tbody>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Name </th>
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Required</th>
                                            <th class="TableStyle-TableStyle-BodyD-Column1-Body1">Description</th>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-sfl,--script_folder_location
[folder_name]<br />PATH</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Location and name of a folder with additional files used by a script, e.g., other .py files, data, etc. If not given, then its content won't be copied into a the docker image created by the <span style="font-family: 'Courier New';">nctl submit</span> command. <span style="font-family: 'Courier New';">nctl</span> copies all content, preserving its structure, including subfolder(s).</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-t, --template 
[template_name]<br />TEXT</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">	Name of a template that will be used by <span style="font-family: 'Courier New';">nctl</span> to create a description of a job to be submitted. If not given, then a default template for single node TensorFlow training is used (tf-training). List of available templates can be obtained by issuing <span style="font-family: 'Courier New';">nctl experiment template_list</span> command.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-n, --name TEXT</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Name for this experiment.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-p, --pack_param
<br />&lt;TEXT TEXT&gt;…
</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Additional pack param in format: 'key value' or 'key.subkey.subkey2 value'. For lists use: 'key "['val1', 'val2']"' For maps use: 'key "{'a': 'b'}"'</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-pr, --parameter_range <br />[definition]
&lt;TEXT TEXT&gt;…
</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">If the parameter is given, nctl will start as many experiments as there is a combination of parameters passed in <span style="font-family: 'Courier New';">-pr</span> options. Optional. <span style="font-family: 'Courier New';">&lt;param_name&gt;</span> is a name of a parameter that is passed to a training script. <br /><br /> Contains values of this parameter that are passed to different instance of experiments. <span style="font-family: 'Courier New';">[definition]</span> can have two forms: 
- range - <span style="font-family: 'Courier New';">{x...y:step}</span> <br /><br />- this form says that <span style="font-family: 'Courier New';">nctl</span> will launch a number of experiments equal to a number of values between <span style="font-family: 'Courier New';">x</span> and <span style="font-family: 'Courier New';">y</span> (including both values) with step step. 
- set of values - <span style="font-family: 'Courier New';">{x, y, z}</span><br /><br />- this form says that <span style="font-family: 'Courier New';">nctl</span> will launch number of experiments equal to a number of values given in this definition.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-ps, --parameter_set 
[definition]<br />TEXT</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">
                                                <p>If this parameter is given, <span style="font-family: 'Courier New';">nctl</span> will launch an experiment with a set of parameters defined in <span style="font-family: 'Courier New';">[definition]</span> argument. Optional. </p>
                                                <p>Format of the <span style="font-family: 'Courier New';">[definition]</span> argument is as follows : <span style="font-family: 'Courier New';">{[param1_name]: [param1_value], [param2_name]: [param2_value], ..., [paramn_name]:[paramn_value]}</span>. 
</p>
                                                <p>All parameters given in <span style="font-family: 'Courier New';">[definition]</span> argument will be passed to a training script under their names stated in this argument. If <span style="font-family: 'Courier New';">ps</span> parameter is given more than once, <span style="font-family: 'Courier New';">nctl</span> will start as many experiments as there is occurences of this parameter in a call.</p>
                                            </td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-e, --env TEXT</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Set of values of one or several parameters.
Environment variables passed to training. User can pass as many environmental  variables as it is needed - each variable                                 should be in such case passed as a separate -e parameter.
</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-v, --verbose</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Set verbosity level: 
<br />-v for INFO, 
<br />-vv for DEBUG
</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyB-Column1-Body1" style="font-family: 'Courier New';">-h, --help </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyB-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyA-Column1-Body1">Show help message and exit.</td>
                                        </tr>
                                    </tbody>
                                </table>
                                <h3>Additional Remarks</h3>
                                <p>If a combination of both parameters is given, then <span style="font-family: 'Courier New';">nctl</span> launches a number of experiments equal to combination of values passed in those parameter. For example, if the following combination of parameters is passed to nctl command:</p>
                                <p><span style="font-family: 'Courier New';">-pr param1 "{0.1, 0.2, 0.3}" -ps "{param2: 3, param4: 5}" -ps "{param6: 7}"</span>
                                </p>
                                <p>then the following experiments will be launched:</p>
                                <p style="font-family: 'Courier New';">param1 = 0.1, param2 = 3, param4 = 5, param6 - not set<br />param1 = 0.2, param2 = 3, param4 = 5, param6 - not set<br />param1 = 0.3, param2 = 3, param4 = 5, param6 - not set<br />param1 = 0.1, param2 = not set, param4 = not set, param6 - 7<br />param1 = 0.2, param2 = not set, param4 = not set, param6 - 7<br />param1 = 0.3, param2 = not set, param4 = not set, param6 - 7</p>
                                <h3>Returns</h3>
                                <p>This command returns a list of submitted experiments with their names and statuses. In case of problems during submission, the command displays message/messages describing the causes. Errors may cause some experiments to not be created and will be empty. If any error appears, then messages describing it are displayed with experiment's names/statuses.</p>
                                <p>If one or more of experiment has not been submitted successfully, then the command returns an exit code &gt; 0. The exact  value of the code depends on the cause of error(s) that prevented submitting the experiment(s). </p>
                                <h3>Example</h3>
                                <p><span style="font-family: 'Courier New';">$ nctl experiment submit mnist_cnn.py -sfl /data -- --data_dir=/app/data --num_gpus=0</span>
                                </p>
                                <p>This command starts a single node training job using mnist_cnn.py script located in a folder from which <span style="font-family: 'Courier New';">nctl</span> command was issued. Content of the /data folder is copied into docker image (into /app folder - which is a work directory of docker images created using tf-training pack). Arguments <span style="font-family: 'Courier New';">--data_dir</span> and <span style="font-family: 'Courier New';">--num_gpus</span> are passed to a script.</p>
                                <h2><a name="list"></a>list Subcommand</h2>
                                <h3>Synopsis</h3>
                                <p>Displays a list of all experiments with some basic information for each, regardless of the owner. Results are sorted using the date-of-creation of the experiment, starting with the most recent experiment.</p>
                                <h3>Syntax</h3>
                                <p><span style="font-family: 'Courier New';">nctl experiment list [options]</span>
                                </p>
                                <h3>Options</h3>
                                <table style="width: 100%;mc-table-style: url('../Resources/TableStyles/TableStyle.css');" class="TableStyle-TableStyle" cellspacing="3">
                                    <col style="width: 210px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 152px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 654px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <tbody>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Name </th>
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Required</th>
                                            <th class="TableStyle-TableStyle-BodyD-Column1-Body1">Description</th>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1"><span style="font-family: 'Courier New';">-a, --all_users</span>
                                            </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">List contains experiments submitted by all users.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-n, --name
TEXT
</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">A regular expression to filter list to experiments that match this expression.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-s, --status</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">QUEUED, RUNNING, COMPLETE, CANCELLED, FAILED, CREATING - Lists experiments based on indicated status.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-u, --uninitialized</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">List uninitialized experiments, that is, experiments without resources submitted for creation.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-c, --count
<br />INTEGER RANGE
</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">An integer, command displays c last rows.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-b, --brief</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Print short version of the result table. Only 'name', 'submission date', 'owner' and 'state' columns will be printed.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-v, --verbose</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Set verbosity level: 
<br />-v for INFO, 
<br />-vv for DEBUG
</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyB-Column1-Body1" style="font-family: 'Courier New';">-h, --help </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyB-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyA-Column1-Body1">Show help message and exit.</td>
                                        </tr>
                                    </tbody>
                                </table>
                                <h3>Returns</h3>
                                <p>List of experiments matching criteria given in command's options. Each row contains the experiment name and additional data of each experiment, such parameters used for this certain training, time and date when it was submitted, name of a user which submitted this training and current status of an experiment.</p>
                                <h3>Examples</h3>
                                <p>The following command displays all experiments submitted by a current user.</p>
                                <p><span style="font-family: 'Courier New';">nctl experiment list</span>
                                </p>
                                <p>The following command displays all experiments submitted by a current user and with name starting with “train”.</p>
                                <p><span style="font-family: 'Courier New';">nctl experiment list -n ^train</span>
                                </p>
                                <h2><a name="cancel"></a>cancel Subcommand</h2>
                                <h3>Synopsis</h3>
                                <p>Cancels training chosen based on provided parameters. </p>
                                <h3>Syntax</h3>
                                <p><span style="font-family: 'Courier New';">nctl experiment cancel [options] NAME</span>
                                </p>
                                <h3>Arguments</h3>
                                <table style="width: 100%;mc-table-style: url('../Resources/TableStyles/TableStyle.css');" class="TableStyle-TableStyle" cellspacing="3">
                                    <col style="width: 210px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 152px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 654px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <tbody>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Name </th>
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Required</th>
                                            <th class="TableStyle-TableStyle-BodyD-Column1-Body1">Description</th>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyB-Column1-Body1"><span style="font-family: 'Courier New';">NAME</span>
                                            </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyB-Column1-Body1">Yes</td>
                                            <td class="TableStyle-TableStyle-BodyA-Column1-Body1">Name of an experiment/pod/status of a pod to be cancelled. If any such object is found, the command displays  question whether this object should be cancelled.</td>
                                        </tr>
                                    </tbody>
                                </table>
                                <p>&#160;</p>
                                <h3>Options</h3>
                                <table style="width: 100%;mc-table-style: url('../Resources/TableStyles/TableStyle.css');" class="TableStyle-TableStyle" cellspacing="3">
                                    <col style="width: 210px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 152px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 654px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <tbody>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Name </th>
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Required</th>
                                            <th class="TableStyle-TableStyle-BodyD-Column1-Body1">Description</th>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1" style="text-align: left;font-family: 'Courier New';"><span style="font-weight: normal; font-family: 'Courier New';">-m, --match
TEXT
</span>
                                            </th>
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Intel Clear';"><span style="font-weight: normal;">No</span>
                                            </th>
                                            <th class="TableStyle-TableStyle-BodyD-Column1-Body1" style="text-align: left;font-weight: normal;">If given, command searches for experiments matching the value of this option. This option cannot be used along with the NAME argument.</th>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';"><span style="font-family: 'Courier New';">-p, --purge</span>
                                            </td>
                                            <td style="text-align: center;font-family: 'Intel Clear';" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">If given - all information concerning experiments is removed from the system.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';"><span style="font-family: 'Courier New';">-i, --pod-ids TEXT</span>
                                            </td>
                                            <td style="text-align: center;font-family: 'Intel Clear';" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Comma-separated pods IDs. If given, command matches pods by their IDs and deletes them.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';"><span style="font-family: 'Courier New';">-s, --pod-status TEXT</span>
                                            </td>
                                            <td style="text-align: center;font-family: 'Intel Clear';" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">One of: 'PENDING', 'RUNNING', 'SUCCEEDED', 'FAILED', or ‘UNKNOWN'. If given, command searches pods by their status and deletes them.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-v, --verbose</td>
                                            <td style="text-align: center;font-family: 'Intel Clear';" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Set verbosity level: 
<br />-v for INFO, 
<br />-vv for DEBUG
</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyB-Column1-Body1" style="font-family: 'Courier New';">-h, --help </td>
                                            <td style="text-align: center;font-family: 'Intel Clear';" class="TableStyle-TableStyle-BodyB-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyA-Column1-Body1">Show help message and exit.</td>
                                        </tr>
                                    </tbody>
                                </table>
                                <h3>Returns</h3>
                                <p>Description of a problem - if any occurs. Otherwise information that training job/jobs was/were cancelled successfully.</p>
                                <h3>Examples</h3>
                                <p><span style="font-family: 'Courier New';">nctl experiment cancel t20180423121021851</span>
                                </p>
                                <p>Cancels experiment with <span style="font-family: 'Courier New';">t20180423121021851</span> name.</p>
                                <h2><a name="view"></a>view Subcommand</h2>
                                <h3>Synopsis</h3>
                                <p>Displays basic details of an experiment - such as the name of an experiment, parameters, submission date, etc. </p>
                                <h3>Syntax</h3>
                                <p><span style="font-family: 'Courier New';">nctl experiment view [options] EXPERIMENT_NAME</span>
                                </p>
                                <h3>Arguments</h3>
                                <table style="width: 100%;mc-table-style: url('../Resources/TableStyles/TableStyle.css');" class="TableStyle-TableStyle" cellspacing="3">
                                    <col style="width: 210px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 152px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 654px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <tbody>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Name </th>
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Required</th>
                                            <th class="TableStyle-TableStyle-BodyD-Column1-Body1">Description</th>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyB-Column1-Body1"><span style="font-family: 'Courier New';">EXPERIMENT_NAME</span>
                                            </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyB-Column1-Body1">Yes</td>
                                            <td class="TableStyle-TableStyle-BodyA-Column1-Body1">Name of an experiment to be displayed.</td>
                                        </tr>
                                    </tbody>
                                </table>
                                <h3>Options</h3>
                                <table style="width: 100%;mc-table-style: url('../Resources/TableStyles/TableStyle.css');" class="TableStyle-TableStyle" cellspacing="3">
                                    <col style="width: 210px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 152px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 654px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <tbody>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Name </th>
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Required</th>
                                            <th class="TableStyle-TableStyle-BodyD-Column1-Body1">Description</th>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';"><span style="font-family: 'Courier New';">-tb, --tensorboard</span>
                                            </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">If given, command exposes a TensorBoard's instance with experiment's data.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';"><span style="font-family: 'Courier New';">-u, --username TEXT</span>
                                            </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Name of the user who submitted this experiment. If not given, then only experiments of a current user are taken into account.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-v, --verbose</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Set verbosity level: 
<br />-v for INFO, 
<br />-vv for DEBUG
</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyB-Column1-Body1" style="font-family: 'Courier New';">-h, --help </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyB-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyA-Column1-Body1">Show help message and exit.</td>
                                        </tr>
                                    </tbody>
                                </table>
                                <h3>Returns</h3>
                                <p>Displays details of an experiment. If <span style="font-family: 'Courier New';">-tb</span>, <span style="font-family: 'Courier New';">--tensorboard</span> option is given, then the command also returns a link to TensorBoard's instance with data from the experiment, or opens TensorBoard in a browser.</p>
                                <h3>Example</h3>
                                <p><span style="font-family: 'Courier New';">nctl experiment view experiment_name_2 -tb</span>
                                </p>
                                <p>Displays details of an <span style="font-family: 'Courier New';">experiment_name_2</span> experiment and exposes TensorBoard instance with experiment's data to a user.</p>
                                <h2><a name="logs"></a>logs Subcommand</h2>
                                <h3>Synopsis</h3>
                                <p>Displays logs from experiments. Logs to be displayed are chosen based on parameters given in command's call. </p>
                                <h3>Syntax</h3>
                                <p><span style="font-family: 'Courier New';">nctl experiment logs [options] EXPERIMENT_NAME</span>
                                </p>
                                <h3>Arguments</h3>
                                <table style="width: 100%;mc-table-style: url('../Resources/TableStyles/TableStyle.css');" class="TableStyle-TableStyle" cellspacing="3">
                                    <col style="width: 210px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 152px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 654px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <tbody>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Name </th>
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Required</th>
                                            <th class="TableStyle-TableStyle-BodyD-Column1-Body1">Description</th>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyB-Column1-Body1"><span style="font-family: 'Courier New';">EXPERIMENT_NAME</span>
                                            </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyB-Column1-Body1">Yes</td>
                                            <td class="TableStyle-TableStyle-BodyA-Column1-Body1">Name of an experiment logs from which will be displayed. </td>
                                        </tr>
                                    </tbody>
                                </table>
                                <p>&#160;</p>
                                <h3>Options</h3>
                                <table style="width: 100%;mc-table-style: url('../Resources/TableStyles/TableStyle.css');" class="TableStyle-TableStyle" cellspacing="3">
                                    <col style="width: 210px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 152px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 654px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <tbody>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Name </th>
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Required</th>
                                            <th class="TableStyle-TableStyle-BodyD-Column1-Body1">Description</th>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-s, --min_severity</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">
                                                <p style="font-size: 10pt;">		Minimal severity of logs. Available choices are</p>
                                                <ul>
                                                    <li style="font-size: 10pt;" value="1">CRITICAL - displays only CRITICAL logs</li>
                                                    <li style="font-size: 10pt;" value="2">ERROR - displays ERROR and CRITICAL logs</li>
                                                    <li style="font-size: 10pt;" value="3">WARNING - displays ERROR, CRITICAL and WARNING logs</li>
                                                    <li style="font-size: 10pt;" value="4">INFO - displays ERROR, CRITICAL, WARNING and INFO</li>
                                                    <li style="font-size: 10pt;" value="5">DEBUG - displays ERROR, CRITICAL, WARNING, INFO and DEBUG</li>
                                                </ul>
                                            </td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-sd, --start_date</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No	</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Retrieve logs produced from this date <br />(format ISO-8061 - yyyy-mm-ddThh:mm:ss)</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-ed, --end_date</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Retrieve logs produced until this date this date <br />(format ISO-8061 - yyyy-mm-ddThh:mm:ss)</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-i, --pod-ids TEXT</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No	</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Comma-separated list of pod IDs, if provided, only logs from these pods from an experiment with EXPERIMENT_NAME name will be returned.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-p, --pod_status TEXT	</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No	</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">One of: 'PENDING', 'RUNNING', 'SUCCEEDED', 'FAILED', or 'UNKNOWN', the command returns logs with matching status from an experiment and matching EXPERIMENT_NAME.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-m, --match TEXT</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">If given, command searches for logs from experiments matching the value of this option. This option cannot be used along with the NAME argument.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-o, --output</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">If given, logs are stored in a file with a name derived from a name of an experiment.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-pa, --pager</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Display logs in interactive pager. Press q to exit the pager.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-f, --follow</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Specify if logs should be streamed. Only logs from a single experiment can be streamed.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-v, --verbose</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Set verbosity level: 
<br />-v for INFO, 
<br />-vv for DEBUG
</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyB-Column1-Body1" style="font-family: 'Courier New';">-h, --help </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyB-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyA-Column1-Body1">Show help message and exit.</td>
                                        </tr>
                                    </tbody>
                                </table>
                                <p><![CDATA[	]]></p>
                                <h3>	Returns</h3>
                                <p>Errors generate messages with description of their cause. Otherwise, this command returns experiment logs that can be filtered using command options.</p>
                                <h3>Example</h3>
                                <p style="font-family: 'Courier New';">nctl experiment logs experiment_name_2 --min_severity DEBUG</p>
                                <p>Displays logs from <span style="font-family: 'Courier New';">experiment_name_2</span> experiment with severity DEBUG and higher (INFO, WARNING, and so on).</p>
                                <h2><a name="interact"></a>interact Subcommand</h2>
                                <h3>Synopsis</h3>
                                <p>Launches a local browser with Jupyter notebook. If script's name is given as a parameter of a command, then this script is displayed in a notebook. </p>
                                <h3>Syntax</h3>
                                <p><span style="font-family: 'Courier New';">nctl experiment interact [options]</span>
                                </p>
                                <h3>Options</h3>
                                <table style="width: 100%;mc-table-style: url('../Resources/TableStyles/TableStyle.css');" class="TableStyle-TableStyle" cellspacing="3">
                                    <col style="width: 210px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 152px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 654px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <tbody>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Name </th>
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Required</th>
                                            <th class="TableStyle-TableStyle-BodyD-Column1-Body1">Description</th>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-n, -name TEXT</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No	</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Name of a Jupyter notebook's session. If session with a given name already exists, then a user is connected to this session.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-f, --filename TEXT</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No	</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Name of a script used in the Jupyter notebook's session.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-p, --pack_param &lt;TEXT TEXT&gt;..</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">&#160;</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">
                                                <p>Additional pack param in format: 'key value' or 'key.subkey.subkey2 value'.
</p>
                                                <p>For lists use: 'key "['val1', 'val2']"' </p>
                                                <p>
For maps use: 'key "{'a': 'b'}"'
</p>
                                            </td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">--no, -launch</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Run command without a web browser starting, only proxy tunnel is created.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-pn, --port_number 
INTEGER RANGE
</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Port on which service will be exposed locally.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-e, --env TEXT</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Environment variables passed to Jupyter instance. User can pass as many environmental variables as it is needed. Each variable should be in such case passed as a separate -e parameter.</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">t, --template 
[jupyter,jupyter-py2]
</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Name of a Jupyter notebook template used to create a deployment. Supported templates for interact command are: jupyter (python3) and jupyter-py2 (python2).</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-v, --verbose</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Set verbosity level: 
<br />-v for INFO, 
<br />-vv for DEBUG
</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyB-Column1-Body1" style="font-family: 'Courier New';">-h, --help </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyB-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyA-Column1-Body1">Show help message and exit.</td>
                                        </tr>
                                    </tbody>
                                </table>
                                <h3>Returns</h3>
                                <p>In case of any problems, the command displays a message with a description of causes. Otherwise it launches a default web browser with Jupyter notebook and displays the address under which this session is provided.</p>
                                <h3>Example</h3>
                                <p><span style="font-family: 'Courier New';">nctl experiment interact --filename training_script.py</span>
                                </p>
                                <p>Launches in a default browser a Jupyter notebook with <span style="font-family: 'Courier New';">training_script.py</span> script.</p>
                                <h2><a name="template"></a>template_list Subcommand</h2>
                                <h3>Synopsis</h3>
                                <p>The command returns a list of templates installed on a client machine. Template contains all details needed to properly deploy a training job on a cluster.</p>
                                <h3>Syntax</h3>
                                <p><span style="font-family: 'Courier New';">nctl experiment template_list [options]</span>
                                </p>
                                <h3>Options</h3>
                                <table style="width: 100%;mc-table-style: url('../Resources/TableStyles/TableStyle.css');" class="TableStyle-TableStyle" cellspacing="3">
                                    <col style="width: 210px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 152px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <col style="width: 654px;" class="TableStyle-TableStyle-Column-Column1" />
                                    <tbody>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Name </th>
                                            <th class="TableStyle-TableStyle-BodyE-Column1-Body1">Required</th>
                                            <th class="TableStyle-TableStyle-BodyD-Column1-Body1">Description</th>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyE-Column1-Body1" style="font-family: 'Courier New';">-v, --verbose</td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyE-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyD-Column1-Body1">Set verbosity level: 
<br />-v for INFO, 
<br />-vv for DEBUG
</td>
                                        </tr>
                                        <tr class="TableStyle-TableStyle-Body-Body1">
                                            <td class="TableStyle-TableStyle-BodyB-Column1-Body1" style="font-family: 'Courier New';">-h, --help </td>
                                            <td style="text-align: center;" class="TableStyle-TableStyle-BodyB-Column1-Body1">No</td>
                                            <td class="TableStyle-TableStyle-BodyA-Column1-Body1">Show help message and exit.</td>
                                        </tr>
                                    </tbody>
                                </table>
                                <h3>&#160;</h3>
                                <h3>Returns</h3>
                                <p>List of existing templates or "Lack of installed packs." message if there are no templates installed.</p>
                                <h3>Example</h3>
                                <p><span style="font-family: 'Courier New';">nctl experiment template_list</span>
                                </p>
                                <p>&#160;</p>
                            </div>
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